Data Invariants to Understand Unsupervised Out-of-Distribution Detection.
Lars DoorenbosRaphael SznitmanPablo Márquez-NeilaPublished in: CoRR (2021)
Keyphrases
- data distribution
- data structure
- data sets
- data analysis
- database
- high quality
- synthetic data
- data sources
- prior knowledge
- end users
- databases
- input data
- sensor data
- missing data
- training data
- probability distribution
- data mining
- small number
- random variables
- original data
- statistical analysis
- data collection
- data processing
- knowledge discovery
- data points